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betareg: Beta Regression

Beta regression for modeling beta-distributed dependent variables on the open unit interval (0, 1), e.g., rates and proportions, see Cribari-Neto and Zeileis (2010) <doi:10.18637/jss.v034.i02>. Moreover, extended-support beta regression models can accommodate dependent variables with boundary observations at 0 and/or 1. For the classical beta regression model, alternative specifications are provided: Bias-corrected and bias-reduced estimation, finite mixture models, and recursive partitioning for beta regression, see Grün, Kosmidis, and Zeileis (2012) <doi:10.18637/jss.v048.i11>.

Version: 3.2-1
Depends: R (≥ 3.6.0)
Imports: graphics, grDevices, methods, stats, flexmix, Formula, lmtest, modeltools, sandwich
Suggests: car, distributions3 (≥ 0.2.1), knitr, lattice, numDeriv, partykit, quarto, statmod, strucchange
Published: 2024-09-12
DOI: 10.32614/CRAN.package.betareg
Author: Achim Zeileis ORCID iD [aut, cre], Francisco Cribari-Neto ORCID iD [aut], Bettina Grün ORCID iD [aut], Ioannis Kosmidis ORCID iD [aut], Alexandre B. Simas [ctb] (earlier version by), Andrea V. Rocha [ctb] (earlier version by)
Maintainer: Achim Zeileis <Achim.Zeileis at R-project.org>
BugReports: https://topmodels.R-Forge.R-project.org/betareg/contact.html
License: GPL-2 | GPL-3
URL: https://topmodels.R-Forge.R-project.org/betareg/
NeedsCompilation: yes
Citation: betareg citation info
Materials: README NEWS
In views: Econometrics, Psychometrics
CRAN checks: betareg results

Documentation:

Reference manual: betareg.pdf
Vignettes: Extended Beta Regression in R: Shaken, Stirred, Mixed, and Partitioned (source, R code)
Beta Regression in R (source, R code)

Downloads:

Package source: betareg_3.2-1.tar.gz
Windows binaries: r-devel: betareg_3.2-1.zip, r-release: betareg_3.2-1.zip, r-oldrel: betareg_3.2-0.zip
macOS binaries: r-release (arm64): betareg_3.2-1.tgz, r-oldrel (arm64): betareg_3.2-1.tgz, r-release (x86_64): betareg_3.2-1.tgz, r-oldrel (x86_64): betareg_3.2-1.tgz
Old sources: betareg archive

Reverse dependencies:

Reverse depends: mfx, robustbetareg
Reverse imports: betaBayes, BetaPASS, BiSeq, distreg.vis, DMRcaller, earlygating, ecoCopula, gcmr, ib, MarZIC, mecoturn, opticut, PASSED, plsRbeta, SetMethods, StepBeta, svycdiff
Reverse suggests: agridat, AICcmodavg, bayestestR, brmsmargins, broom, broom.helpers, clarify, DeclareDesign, dominanceanalysis, effects, ggeffects, ggstats, glmertree, insight, marginaleffects, MarginalMediation, mi, modelsummary, parameters, performance, rstanarm, RVAideMemoire, scITD, tidybulk, ZIBR
Reverse enhances: enrichwith, margins, MuMIn, prediction, stargazer, texreg

Linking:

Please use the canonical form https://CRAN.R-project.org/package=betareg to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.